This document provides an overview of distillation columns and separation train design. It discusses different types of distillation columns including plate columns with bubble cap trays and sieve trays, and packed columns. It also covers concepts like equilibrium lines, operating lines, minimum reflux ratio, and McCabe-Thiele diagrams. The document discusses methods for determining the number of columns needed, possible sequences, and how to evaluate sequences using the marginal vapor rate method. Finally, it provides heuristics for sequencing separation points in a distillation train.